Accelerating Predictive Maintenance through Efficient AI Deployment

Empowering Data Scientists & Business Experts with Adaptive AI

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Accurate Failure Prediction in Industries

Business Team Benefits

With papAI, business experts are not simply recipients of the results of data science but become active participants in the process. They can take part in data cleansing, visualize data using intuitive visual tools, and participate in the creation and optimization of models.

Business experts can explore, share and manage datasets using papAI’s integrated data catalog. papAI without replicating data acts as an audit tool on all available data, wherever it is actually stored, and helps to make business sense of it.

papAI offers various explainable AI features, such as feature contribution analysis, sub-population analysis, and Shapley values. These tools can help business experts understand the decisions made by machine learning models and make informed decisions.

Data Scientists Benefits

Data scientists can build, orchestrate and optimize data pipelines from a No-Code graphical user interface, to accelerate and simplify the process of data preparation and analysis + data lineage, data governance, and automation.

All the tasks generated by users through no-code operations generate Spark tasks. These tasks are then automatically orchestrated on the integrated Spark cluster for optimal load balancing. The underlying infrastructure is self-managed and highly scalable. (Kubernetes).

papAI offers robust MLOps capabilities, enabling users to automatically deploy machine learning models in production, monitor them for quality and availability, and quickly retrain and redeploy them.

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Hours Saved for Each Data Scientist Environment

The Predictive Maintenance Platform Built for Your Industry

Weak Signal Detection

Accurately detect subtle indicators of future failure

Anomaly Detection

Identify abnormal behavior to prevent equipment failure

Equipment Failure Rate

Measure the frequency of equipment failures over time

Mean Time to Failure (MTTF)

Average time until the next expected failure

Machine Learning and Predictive Analytics

Harness data insights for proactive fraud detection

High explainability power

Understand failure detection algorithms with clarity and transparency

Visualization and Reporting

Gain actionable insights through intuitive data visualization

Real-time Monitoring

Detect and prevent failures instantly

How do we ensure our client's success?

“Today, when the solution tells us that there is no asbestos on a wagon, we can trust it 100%! It has never been wrong. And when it reports the presence of asbestos, the error rate is less than 1%.”
Patrick MunschHead of Wagon Maintenance & Engineering- SNCF

Discover Our Use Cases

Explore our extensive range of use cases to see how papAI can address your specific needs and drive success in your organization.

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